Research
I am a member of the Emory Scientific Computing Group and am currently working under the supervision of Professor James Nagy.
Click here to access my Google Scholar page.
Publications:
C. Meng and J. Nagy, CT Reconstruction with Unknown Geometry Parameters, Numerical Algorithms, submitted.
X. Huang, C. Meng and Z. W. Di, Sequential Model Calibration in Tomographic Imaging, in preparation.
S. Gazzola, C. Meng and J. G. Nagy, Krylov Methods for Low Rank Regularization, SIAM Journal on Matrix Analysis and Applications, 41 (2020), pp. 1477–1504.
C. Garvey, C. Meng and J. G. Nagy, Singular Value Decomposition Approximation via Kronecker Summations for Image Applications, SIAM Journal on Matrix Analysis and Applications, 39(2018), pp. 1836-1857.
Y. Liu, W. M. Sid-Lakhdar, O. Marques, X. Zhu, C. Meng, J. W. Demmel, and X. S. Li, GPTune: Multitask Learning for Autotuning Exascale Applications, Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPoPP '21.
Theses:
Large Scale Inverse Problems: Low-Rank Approximations and Optimization (Dissertation, Advisor: James Nagy)
SVD Approximations of Large Scale Inverse Problems (Undergraduate Honors Thesis, Advisor: James Nagy)